AI Master Class Series using Python
Master one of the most popular programming languages of the 21st century!
- OpenCV
- Machine Learning
- Deep Learning
- Natural Language Processing
| 30 DAY SESSION | DATE | TOPIC |
| DAY-1 | OCT-5 | Overview of this course | Introduction to AI | How to create basic AI application (Chat bot using DialogFlow) |
| DAY-2 | OCT-6 | How to install python & libraries | Basics of python Programming for AI. |
| COMPUTER VISION | ||
| DAY-3 | OCT-7 | Introduction to Computer Vision| How to install computer vision libraries |
| DAY-4 | OCT-8 | Moving object detection and tracking using OpenCV |
| DAY-5 | OCT-9 | Face detection and Tracking using OpenCV |
| DAY-6 | OCT-10 | Object Tracking based on colour using OpenCV |
| DAY-7 | OCT-11 | Face recognition using OpenCV |
| DAY-8 | OCT-12 | Face Emotion recognition using 68-Landmark Predictor OpenCV |
| DEEP LEARNING | ||
| DAY-9 | OCT-13 | Introduction to Deep learning | How to install DL libraries |
| DAY-10 | OCT-14 | Designing your First Neural Network |
| DAY-11 | OCT-15 | Object recognition from Pre-trained model |
| DAY-12 | OCT-16 | Image classification using Convolutional Neural Network |
| DAY-13 | OCT-17 | Hand gesture recognition using Deep Learning |
| DAY-14 | OCT-18 | Leaf disease detection using Deep Learning |
| DAY-15 | OCT-19 | Character recognition using Convolutional Neural Network |
| DAY-16 | OCT-20 | Label reading using Optical Character recognition |
| DAY-17 | OCT-21 | Smart Attendance system using Deep Learning |
| DAY-18 | OCT-22 | Vehicle detection using Deep Learning |
| DAY-19 | OCT-23 | License plate recognition using Deep Learning |
| DAY-20 | OCT-24 | Drowsiness detection using Deep Learning |
| DAY-21 | OCT-25 | Road sign recognition using Deep Learning |
| MACHINE LEARNING | ||
| DAY-22 | OCT-26 | Introduction to Machine learning| How to install ML libraries |
| DAY-23 | OCT-27 | Evaluating and Deploying the various ML model |
| DAY-24 | OCT-28 | Fake news detection using ML |
| DAY-25 | OCT-29 | AI snake game design using ML |
| NATURAL LANGUAGE PROCESSING | ||
| DAY-26 | OCT-30 | Introduction to NLP & it’s Terminology | How to install NLP Libraries NLTK |
| DAY-27 | OCT-31 | Title Formation from the paragraph design using NLP |
| DAY-28 | OCT-32 | Speech emotion analysis using NLP |
| DEPLOYING AI IN HARDWARE | ||
| DAY-29 | OCT-33 | Cloud-based AI, Object recognition using Amazon Web Service(AWS) & Imagga |
| DAY-30 | OCT-34 | Deploying AI application in Raspberry Pi with Neural Compute stick & Nvidia Jetson Nano |
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